AI Consensus Fit Review

ADT Review for Caregivers

ADT is a good fit for Remote Caregiver Visibility & Alerts when the family wants permissioned multi-user app access, configurable alerts, integrated cameras and sensors, and professionally monitored emergency escalation.

Situation-specific fit reviewA focused review of how this provider fits the needs addressed by this research category.
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home-safetyPublished by Aging in Place Index to support informed aging-in-place decisions.

Answer Capsule

ADT is a good fit for Remote Caregiver Visibility & Alerts when the family wants permissioned multi-user app access, configurable alerts, integrated cameras and sensors, and professionally monitored emergency escalation. Three of seven platforms named ADT during the ranking stage (anthropic, deepseek, perplexity), and five of seven rated it good or strong for this use case. The strongest reason to consider it is the ADT+ app's role-based user model combined with 24/7 professional monitoring. The main limitation is that ADT is a home-security platform, not a medical or aging-in-place system: reviewed plans do not establish fall detection, medication reminders, or routine wellness checks, and public pricing and contract terms vary by page and configuration.

Research Snapshot

FieldValue
Platform mentions in ranking stage3 of 7 platforms (anthropic, deepseek, perplexity)
Share of included platform responses42.9%
Average listed rank6.0
Best listed rank3 (perplexity)
Relevant product/model/planADT professionally installed system with ADT+ multi-user access and 24/7 monitoring; ADT Self Setup with ADT+ and Pro-Protect monitoring; Trusted Neighbor for permissioned temporary access
Overall use-case fitGood (five platforms: good or strong; one mixed; one uncertain)
Research date2026-09-27

What Changed Since August 2026

ADT moved down from No. 4 to No. 6, and platform mentions decreased from 4 to 3. The September 2026 review keeps ADT as a good fit for caregiver visibility and alerts, but the buyer-facing substance is largely a re-description of the same offering rather than a new product. The recommended configuration is unchanged: the ADT+ app with multi-user roles plus professional monitoring. Documented limitations also carry over: no established fall detection, medication reminders, or wellness checks. Differences between the two editions reflect what each article reports; they do not by themselves prove that the product, service, or price changed.

The August 2026 review preserves the earlier article for reference.

Why ADT Qualified for This Study

Questions This Section Answers

  • Is ADT a good choice for Remote Caregiver Visibility & Alerts?
  • How many AI platforms named ADT for caregiver monitoring, and at what rank?

ADT qualified because three of the seven included platforms named it during ranking discovery, clearing the two-mention minimum, with an average listed rank of 6.0 and a best rank of 3 (perplexity). The platforms that named it were anthropic, deepseek, and perplexity; the remaining four platforms evaluated fit without naming ADT in the ranking stage.

Qualification is not the same as endorsement. ADT's listed ranks were 7 (anthropic), 8 (deepseek), and 3 (perplexity), so the entity entered the study as a mid-to-lower ranked option rather than a category leader. Fit ratings across all seven platforms were: strong (grok), good (openai, anthropic, perplexity, google), mixed (deepseek), and uncertain (kimi).

The available source evidence notes that official-site retrieval failed for ADT during normalization (HTTP 403), that identity matching used an unverified reported-domain evidence, and that the reported domain was retained for downstream research but remains unverified. Buyers should treat the entity-to-domain match as an assumption of this study, not as evidence about ADT's products.

The Product, Model, Plan, or Service Most Relevant to Remote Caregiver Visibility & Alerts

Questions This Section Answers

  • Which ADT plan should a caregiver choose if they need multi-user app access and 24/7 monitoring?
  • Does ADT Self Setup or professionally installed ADT make more sense for an aging parent living independently?

The most relevant ADT offerings for this use case are the ADT+ app ecosystem paired with either ADT Self Setup or a professionally installed system, plus Trusted Neighbor for permissioned helper access. Platforms converged on this combination rather than on a single SKU.

The ADT+ app is the caregiver-facing layer. It supports multiple unique users with separate security codes and assigned roles, and Primary or Admin users can invite, add, and remove users [1]. ADT Blu documentation describes Master, Admin, and Standard roles [3], while other ADT material lists Primary, Admin, Standard, Basic, and Duress roles [4]. ADT Control documentation separately describes adding unlimited users, custom PIN codes, and limited access times [6].

Two purchase paths exist. ADT Self Setup is a DIY path with app-guided installation; ADT Blu documentation states setup can be completed in under one hour with no heavy tools [7]. Professionally installed systems add an on-site technician and, per multiple sources, commonly carry a 36-month monitoring contract [8].

Trusted Neighbor is the most caregiver-specific feature identified. It provides scheduled or event-based temporary access, real-time notifications, video clips, activity history, temporary lock control, and unique entry codes for trusted people [11]. It requires compatible devices and the ADT Complete plan, and ADT's reviewed page states it is available only with professionally installed systems [12].

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree ADT does well for family caregivers?
  • Is ADT's multi-user app access actually useful for coordinating care between siblings?

Platforms broadly agreed on four points: multi-user access with roles, configurable alerts, integrated cameras and sensors, and professionally monitored emergency escalation.

On multi-user access, openai, anthropic, perplexity, grok, and google all described role-based users with separate codes and admin-managed invitations [14]. This was the single most consistently supported strength in the study.

On alert customization, openai reported that ADT Self Setup alerts can be created, edited, enabled, disabled, scheduled, and triggered by alarms, arming events, troubled devices, sensor opening or closing, and camera events, with up to three notification methods: email, SMS, and push [18]. Perplexity reported that trusted people can be notified for chosen alarm events such as a water sensor, smoke alarm, or unexpected package [19].

On camera and sensor integration, platforms described ADT+ combining ADT devices with compatible Google Nest cameras, doorbells, thermostats, smart locks, smoke and carbon-monoxide detectors, motion sensors, and door/window sensors [20]. Some integrations require a Google Account and Google Home app linked to ADT+ [20].

On emergency escalation, ADT states that professional monitoring is required for ADT to notify emergency contacts or services on the customer's behalf, and describes 24/7 monitoring with emergency-service contact [22]. Anthropic reported that professional monitoring includes police, fire, and medical response dispatch plus panic and duress modes [24].

Agreement among AI platforms reflects shared source material, not verified product quality. Most supporting citations are company-owned ADT pages.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Why did one AI platform rate ADT as uncertain for caregiver monitoring?
  • Is ADT's caregiver alert routing granular enough for multiple family members?

Fit ratings diverged materially. Grok rated ADT a strong fit; openai, anthropic, perplexity, and google rated it good; deepseek rated it mixed; kimi rated it uncertain. Kimi's uncertainty was procedural: it retrieved no ADT-specific sources at all and stated that every critical criterion remained unverified [25]. That is a research gap, not a finding of poor performance.

Deepseek rated ADT mixed, stating that publicly available information does not clearly substantiate multi-user permissioning, caregiver-specific alert routing, or privacy granularity, and that contract and pricing complexity adds friction [26]. Deepseek also ran without search enabled, so its assessment reflects model knowledge rather than retrieved pages.

The sharpest unresolved question is alert granularity. Anthropic stated that the ADT+ role system controls access to settings and devices broadly, but found no documented ability to restrict specific alert types by user role, such as one family member receiving door alerts but not motion alerts [29]. Openai reached a similar conclusion, noting that reviewed sources do not specify a complete matrix of caregiver role permissions, per-camera access controls, or whether all alert types can be routed independently to different Caregivers.

Pricing is a documented conflict, not a disagreement about quality. ADT's public pages show inconsistent starting monitoring prices, including approximately $24.99, $29.99, $34.99, and $39.99 per month, apparently because pages cover different plans, video options, promotions, equipment requirements, and installation types [30]. One platform listed professionally installed monitoring from $59.99 per month [33]; another listed $56.99 per month with a 36-month contract [34]; grok listed pro-install monitoring from $49.99 per month. These figures cannot be reconciled from the supplied evidence.

Trusted Neighbor eligibility is also configuration-dependent. ADT's current public page states the service is available only with professionally installed systems [35], while other platform summaries describe it more broadly. Buyers should confirm eligibility for the exact order.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does ADT support remote status checks and activity history for an aging parent?
  • Can ADT notify emergency services on a caregiver's behalf?

Multi-user app access. ADT+ supports multiple unique users with separate security codes and assigned roles; Primary and Admin users can invite, add, and remove users, and arming and disarming can be tracked per user [36]. ADT Control documentation describes unlimited users, custom PIN codes, and access-time limits [39].

Alert customization. Alerts can be created, edited, enabled, disabled, and scheduled, with triggers including alarms, arming, troubled devices, sensor opening or closing, and camera events; up to three notification methods are described [40]. Trusted people can be notified for selected events such as a water sensor, smoke alarm, or unexpected package [41].

Remote status checks and activity history. The ADT+ app provides access to the system, cameras, and smart devices, with activity history covering arming and disarming, doors and windows, motion, and alerts; one app page states 90-day history in the app and 30-day history in the web portal [36]. Home | Away geo-fencing is documented for family users (grok:2).

Camera and sensor integration. ADT+ can combine ADT security devices with compatible Google Nest cameras, doorbells, thermostats, smart locks, smoke and carbon-monoxide detectors, motion sensors, and door/window sensors [42]. Video streaming and recording depend on working internet and Wi-Fi [44].

Emergency contact routing and professional response. ADT states that professional monitoring is required for ADT to notify emergency contacts or services on the customer's behalf, and describes 24/7 monitoring, alarm-event handling, and emergency-service contact [45]. Anthropic reported police, fire, and medical dispatch plus panic and duress modes [47]. The reviewed sources do not establish guaranteed response times or a caregiver-specific escalation sequence.

Privacy controls. ADT+ provides role-based users and security codes. ADT also describes a Data Lockbox for alarm-event data and states that agents may use available clips with customer permission to help confirm an alarm [48]. The reviewed materials do not fully specify caregiver visibility boundaries for every camera, clip, or alert type.

Coordinated helper access. Trusted Neighbor provides scheduled or event-based temporary access, notifications, video clips, activity history, temporary lock control, and unique entry codes [49]. It requires compatible devices and the ADT Complete plan, and ADT's reviewed page states it is available only with professionally installed systems [50].

Setup support. ADT offers self-setup or professional installation, and installation and service charges vary by configuration [45]. ADT Blu documentation states self-setup can be completed in under one hour with app guidance [52].

Medical and wellness monitoring. The reviewed ADT home-security product pages document intrusion, environmental, camera, app, and professional alarm monitoring. They do not establish that the recommended home-security plans provide dedicated fall detection, medication reminders, routine wellness checks, or clinical monitoring [45].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does ADT cost per month for a caregiver setup, and why do published prices differ?
  • What early cancellation fee applies if a family cancels an ADT 36-month contract?

ADT pricing cannot be stated as a single number from the supplied evidence. Public pages show materially different starting prices by product page, configuration, promotion, video inclusion, and installation type.

Cost elementReported rangeSource basis
Equipment (Base package)$269 before promotions and additional equipment[53]
Self Setup monitoringFrom $24.99/mo without video; $34.99/mo with video in one offer[53]
Self Setup monitoring (other pages)$29.99/mo base tier; $34.99/mo with one-month minimum[54], [55]
Professionally installed monitoring$29.99, $34.99, or $39.99/mo depending on plan; other pages show $49.99, $56.99, or $59.99/mo[56], grok, [57], [54]
Quality Service PlanFrom $8/mo in one set of terms[53]
DIY equipment bundles (independent estimate)$146–$559[58]
Professional installation labor (independent estimate)Around $150[58]

Contract terms differ by purchase path. Self Setup professional monitoring is described as month-to-month in the reviewed terms, with automatic 30-day renewal and specified cancellation procedures [53]. Professionally installed systems commonly require a 36-month monitoring contract, with California possibly using a 24-month term [53]. ADT states that early termination of some 36-month contracts may result in a charge equal to 75% of remaining monthly service charges [53]; grok reported the same 75% figure. Anthropic stated the exact early cancellation fee is not published in available sources, which conflicts with the 75% figure and should be verified in writing.

Additional fees that may apply include equipment beyond the base package, professional installation charges, taxes, possible local alarm-permit fees, optional Quality Service Plan fees, potential guard-response fees in municipalities requiring alarm verification, and financing costs [53]. Financing has been described as low as $7.47 per month for 36 months at 0% APR on eligible systems [54].

Pricing confidence across platforms was moderate for openai, anthropic, grok, and perplexity, and low for deepseek and kimi. Deepseek and kimi both stated that exact caregiver-relevant totals require a quote.

Best Suited For

Questions This Section Answers

  • Who gets the most value from ADT for remote caregiver visibility and alerts?
  • Is ADT worth it for a family that wants professional installation and monitored response?

ADT is best suited to families that prioritize professionally supported alarm response over lowest cost, and that want multiple permissioned users, cameras, and sensors in one app.

Specific fits identified across platforms:

  • An aging parent living independently where caregivers need alarm notifications, remote arming and disarming, activity history, camera access, and professional emergency escalation (openai).
  • Families that want ADT installation and monitoring support rather than relying on the older adult or caregiver to self-install and troubleshoot (openai, anthropic).
  • Multi-sibling or family units needing coordinated visibility with role-based access for primary caregivers and secondary responders (anthropic, grok).
  • Situations involving trusted neighbors, aides, or family members who need scheduled or event-triggered temporary access through Trusted Neighbor (openai, google).
  • Households already using Google Nest cameras, doorbells, or smart locks (anthropic).
  • Caregivers who want a redundant professional monitoring network with duress and panic options (google, grok).

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose ADT for Remote Caregiver Visibility & Alerts?
  • Is ADT a poor fit if the parent needs fall detection or medication reminders?

ADT is probably not the best choice when the primary need is medical or wellness monitoring rather than intrusion, fire, and environmental security.

Platforms consistently flagged these exclusions:

  • Buyers who require guaranteed caregiver-to-caregiver escalation workflows, wellness checks, medication monitoring, or dedicated medical-alert functionality; these capabilities are not clearly included in the reviewed ADT home-security plans (openai).
  • Caregivers seeking native fall detection, medication reminders, or health-status monitoring as core features (anthropic, deepseek, kimi).
  • Households with unreliable internet or frequent Wi-Fi disruptions, because app notifications, remote control, video streaming, and recording can be unavailable during outages [60].
  • Caregivers needing highly granular per-alert-type role permissions, such as one sibling receiving door alerts but not motion alerts (anthropic, deepseek).
  • Budget-sensitive households seeking the lowest total cost, or buyers who want fully transparent month-to-month pricing without plan-specific complexity (openai, perplexity, deepseek).
  • Households unwilling to accept a 36-month professional-installation monitoring commitment or possible early-termination charges (openai, google).
  • Buyers prioritizing platform-agnostic smart home integration beyond Google Nest (anthropic).

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to ADT if the parent needs fall detection or passive activity monitoring?
  • When is a dedicated eldercare platform a better buy than an ADT security system?

Platforms named several alternative categories and, in some cases, specific competitors. These are platform-reported suggestions, not tested comparisons.

Medical alert and aging-in-place services. When a dedicated medical-alert or aging-in-place service is needed for fall detection, two-way emergency communication, routine check-ins, or health-related escalation, platforms suggested Life Alert, Medical Guardian, and Philips Lifeline (anthropic). Kimi named Connected Caregiver Safety+, Aloe Care Health, and MobileHelp for wearable fall detection or SOS buttons, and Connected Caregiver Remote Health Monitoring for vitals or medication reminders [62].

Camera-free passive monitoring. For privacy-sensitive households that want passive monitoring of daily routines without cameras, kimi named StackCare via the Connected Caregiver Platinum bundle and Nomo Smart Care [65].

Lower-cost or contract-free monitoring. For buyers who want no long-term contract and a lower equipment-plus-monitoring cost, platforms suggested SimpliSafe, Ring Protect Pro, and other mid-tier self-monitoring options (anthropic, google). MobileHelp was described as offering no equipment or activation fees, month-to-month contracts, a 30-day money-back guarantee, and published pricing from $29.95 per month [64].

Simple camera and check-in setups. When the family mainly needs simple cameras and caregiver check-ins rather than professionally monitored intrusion and environmental alarms, a lighter DIY ecosystem may fit better (openai).

More explicit caregiver workflow controls. When the buyer requires separate notification trees, acknowledgement tracking, or documented wellness-escalation rules, platforms suggested purpose-built caregiver monitoring platforms instead (openai, perplexity).

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with ADT before signing a caregiver monitoring contract?
  • Which ADT details are undocumented publicly and must be confirmed in writing?

The reviewed sources leave several caregiver-critical details unresolved. Buyers should get written answers to these before committing:

  1. Which exact monitoring plan, equipment bundle, camera subscription, and installation package apply at the parent's address (openai)?
  2. What is the complete first-year and ongoing monthly cost, including equipment, installation, taxes, permits, video services, Quality Service Plan, financing, and any guard-response fee (openai)?
  3. Is the order Self Setup month-to-month or professionally installed with a 36-month or California-specific 24-month commitment [67]?
  4. What exact early-cancellation amount, relocation policy, suspension policy, and equipment ownership terms apply (openai, anthropic)?
  5. How many caregiver users can be added, and what can Primary, Admin, Standard, Basic, and Duress roles see, change, arm, disarm, or control [68]?
  6. Can alerts be routed separately to multiple caregivers, and can each caregiver select different alert types and delivery methods (openai, anthropic, deepseek)?
  7. Does the selected system support the parent's required cameras, smoke/CO detectors, water sensors, smart lock, cellular backup, and activity-history duration (openai)?
  8. What happens when internet, power, cellular service, or the parent's phone is unavailable (openai, anthropic)?
  9. How are emergency contacts ordered, verified, updated, and contacted, and can caregivers acknowledge or cancel an alarm remotely (openai, deepseek)?
  10. Is Trusted Neighbor available for this exact professionally installed configuration, and what Complete-plan, camera, lock, and Google-account requirements apply [70]?
  11. Does ADT offer a separate medical-alert or fall-detection product that should be paired with or substituted for the home-security system (openai, google)?
  12. What privacy controls govern caregiver access to live video, recorded clips, alarm-event data, and ADT monitoring-agent access (openai, deepseek)?
  13. What is the monitoring center response time to 911 dispatch, and is it measured or audited independently (anthropic, deepseek)?
  14. Does the system include any inactivity detection, such as an alert if no motion is detected for a set period (anthropic, kimi)?

Final AI Consensus Verdict

ADT is a good fit for Remote Caregiver Visibility & Alerts, with clear qualifications. Five of seven platforms rated it good or strong; one rated it mixed and one uncertain. The consensus strengths are permissioned multi-user app access, configurable alerts, integrated cameras and sensors, professional installation options, and 24/7 monitored emergency escalation. The consensus limitations are the absence of documented fall detection, medication reminders, or wellness checks; incomplete public detail on caregiver-specific permission granularity and escalation routing; connectivity dependence for app and video functions; and inconsistent public pricing alongside 36-month contract exposure on professionally installed systems.

Buyers whose priority is professionally monitored intrusion, fire, and environmental response with shared family visibility will find ADT a reasonable option. Buyers whose priority is health, fall, or activity monitoring should treat ADT as a security platform that may need a separate eldercare product alongside it, and should verify every caregiver-specific capability in writing before signing.

How This Review Was Produced

This review evaluates ADT only for the Remote Caregiver Visibility & Alerts use case within the broader Remote Caregiver Visibility & Alerts study. It is not a general review of ADT's full product line.

Seven AI platforms were configured for this study. Three named ADT during ranking discovery (anthropic, deepseek, perplexity), and all seven produced fit assessments for the use case. Platform fit ratings were: strong (grok), good (openai, anthropic, perplexity, google), mixed (deepseek), and uncertain (kimi). Each platform's response included use-case findings, strengths, limitations, pricing and terms, and questions to verify before buying.

All factual claims in this article are attributed to the platform that supplied them using parenthetical citation IDs. Company-owned ADT pages account for the large majority of citations; independent sources are a minority. No product was tested, no monitoring center was audited, and no pricing was independently confirmed. This review sits within the wider home safety category.

Methodology Limitations

  • The authoritative research date for this study is 2026-09-27. Platform-reported research dates differ: anthropic reported 2025-12-19 and deepseek reported 2026-01-15. These are provenance metadata and do not independently prove freshness.
  • Platform mentions count only platforms that named ADT during ranking discovery. All seven platforms evaluated fit, but four did not name ADT in the ranking stage.
  • Deepseek ran without search enabled, so its assessment reflects model knowledge rather than retrieved pages.
  • Kimi retrieved no ADT-specific sources and rated the entity uncertain on that basis. Missing research is not evidence of poor performance.
  • Official-site retrieval for ADT failed during normalization (HTTP 403), and identity matching used an unverified reported-domain evidence. The reported domain was retained for downstream research but remains unverified.
  • Company-owned citations materially outnumber independent citations. Company claims are not described here as independently verified.
  • Supplied URLs were collected from platform responses and were not independently validated at the writing stage.
  • Conflicting product names, pricing, and capabilities were left unresolved rather than guessed. Where sources conflict, this review states the conflict and directs buyers to verify.
  • No personal testing, customer experience, medical benefit, guaranteed performance, or independent verification is claimed anywhere in this review.

Sources

Company-Owned Sources

Independent Sources

Other Sources

  • ADT Self Setup - ADT+ App Introduction and Usage: https://help.adt.com/article/ADT-Self-Setup-ADT-App-Introduction-and-Usage
  • ADT Self Setup Monitoring Plans - Professional monitoring capabilities: https://help.adt.com/article/ADT-Self-Setup-Monitoring-Plans
  • ADT+ Security System - Intelligent home protection February 2026: https://newsroom.adt.com/safety-trends/adt-security-system-intelligent-home-protection-made-easy
  • Welcome to ADT Blu - DIY setup and monitoring flexibility: https://www.adt.com/blu
  • ADT+ app features and multi-user roles - ADT Blu web portal: https://www.adt.com/blu/adtplus-app?systemDrawer=pro-protect-with-video-monitoring
  • Additional AI research evidence71 records
    1. AI research evidence record openai:c1
    2. AI research evidence record perplexity:c1
    3. AI research evidence record anthropic:c1
    4. AI research evidence record google:1.1.1
    5. AI research evidence record google:1.1.2
    6. AI research evidence record google:1.1.3
    7. AI research evidence record anthropic:c5
    8. AI research evidence record openai:c10
    9. AI research evidence record perplexity:c7
    10. AI research evidence record google:1.3.4
    11. AI research evidence record openai:c8
    12. AI research evidence record openai:c9
    13. AI research evidence record google:2.1.3
    14. AI research evidence record openai:c1
    15. AI research evidence record anthropic:c1
    16. AI research evidence record perplexity:c1
    17. AI research evidence record google:1.1.1
    18. AI research evidence record openai:c2
    19. AI research evidence record perplexity:c9
    20. AI research evidence record openai:c3
    21. AI research evidence record anthropic:c4
    22. AI research evidence record openai:c5
    23. AI research evidence record openai:c6
    24. AI research evidence record anthropic:c3
    25. AI research evidence record kimi:c9
    26. AI research evidence record deepseek:c1
    27. AI research evidence record deepseek:c2
    28. AI research evidence record deepseek:c3
    29. AI research evidence record anthropic:c1
    30. AI research evidence record openai:c6
    31. AI research evidence record perplexity:c3
    32. AI research evidence record perplexity:c4
    33. AI research evidence record anthropic:c5
    34. AI research evidence record perplexity:c7
    35. AI research evidence record openai:c9
    36. AI research evidence record openai:c1
    37. AI research evidence record perplexity:c1
    38. AI research evidence record anthropic:c1
    39. AI research evidence record google:1.1.3
    40. AI research evidence record openai:c2
    41. AI research evidence record perplexity:c9
    42. AI research evidence record openai:c3
    43. AI research evidence record anthropic:c4
    44. AI research evidence record openai:c4
    45. AI research evidence record openai:c5
    46. AI research evidence record openai:c6
    47. AI research evidence record anthropic:c3
    48. AI research evidence record openai:c7
    49. AI research evidence record openai:c8
    50. AI research evidence record openai:c9
    51. AI research evidence record openai:c10
    52. AI research evidence record anthropic:c5
    53. AI research evidence record openai:c10
    54. AI research evidence record anthropic:c5
    55. AI research evidence record perplexity:c4
    56. AI research evidence record openai:c6
    57. AI research evidence record perplexity:c7
    58. AI research evidence record google:1.3.7
    59. AI research evidence record google:1.3.4
    60. AI research evidence record openai:c4
    61. AI research evidence record anthropic:c2
    62. AI research evidence record kimi:c1
    63. AI research evidence record kimi:c6
    64. AI research evidence record kimi:c7
    65. AI research evidence record kimi:c5
    66. AI research evidence record kimi:c8
    67. AI research evidence record perplexity:c7
    68. AI research evidence record google:1.1.1
    69. AI research evidence record google:1.1.2
    70. AI research evidence record openai:c9
    71. AI research evidence record google:2.1.3

Verify This Research

Review the study details behind this page or download the public machine-readable verification record.

Study date
September 27, 2026
Platforms analyzed
7
Source records
47
Ranking mentions
3 of 7
Platform share
43%
Final consensus rank
#6

Research trail and source mix

Configured platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

10 independent · 32 company-owned · 5 unclear

Evidence support

40 direct · 7 partial

Important limitation

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Source snapshot SHA-256 e600407acb3e3b3e25e7abed1de4b36848cf4f93009ae1acd5742fa47b448d26

Archived editions

Browse earlier published research snapshots for this article. The latest edition remains at the current URL.